The phone slipped from Elias's trembling fingers, landing with a soft thud on the worn wooden floorboards. He hadn't meant to text anyone. His thumbs, usually deft at navigating the screen, felt clumsy, heavy. The message, meant for his deceased wife, was simple: "I miss your laugh." Now, it sat in the inbox of his boss, Mr. Henderson, a man whose voice always boomed with forced joviality. Elias closed his eyes, a wave of nausea washing over him.

He pictured Henderson's reaction: the raised eyebrow, the pursed lips, the inevitable awkward phone call. He should have been more careful. Now, he'd opened a wound, a private hurt that was meant to be untouched. He scrubbed at his face with both hands, the rough stubble scratching his skin. The emptiness in the house echoed his own hollowness.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276